Additionally, TMAO induces oxidative stress and activates NLRP3 inflammasomes through the MAPK pathway, thereby impairing renal function and inducing renal fibrosis (Andrikopoulos et al., 2023). This evidence concerns the gene NLRP3 and renal fibrosis.